A set of people, models and capabilities which allow for the ongoing creation of AI value through products, services, datasets and features, usually with a 'continuous improvement' mindset and clear development operations (DevOps).
"The board and the shareholders seem like they're serious about using AI to help run the company—they funded and staffed an AI factory to help scale teams' prompts and agents to something reliable and consistent, and they're training company-wide AI models."